67 citations · 105 across the 7 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.MS2021
Accelerating jackknife resampling for the Canonical Polyadic Decomposition
Christos Psarras, Lars Karlsson, Rasmus Bro +1
The Canonical Polyadic (CP) tensor decomposition is frequently used as a model in applications in a variety of different fields. Using jackknife resampling to estimate parameter un…
cs.LG2021★ 29 cited
An AO-ADMM approach to constraining PARAFAC2 on all modes
Marie Roald, Carla Schenker, Vince D. Calhoun +4
Analyzing multi-way measurements with variations across one mode of the dataset is a challenge in various fields including data mining, neuroscience and chemometrics. For example,…